Rating: 8.0/10. An introductory textbook on computer vision using deep learning, assuming no prior knowledge of deep learning; thus, the first half of the book covers the basic concepts of neural network architecture and training setups. The second half is more advanced, focusing specifically on computer vision, and covers topics such as vision CNN architectures,…
Author: Bai Li
Driven: The Race to Create the Autonomous Car by Alex Davies
Rating: 7.7/10. Book covering the history of autonomous driving, starting from the earliest days with the DARPA Challenge in 2003, and continuing up to 2020. The story begins when DARPA, motivated by the 9/11 attacks, decides to invest heavily in autonomous robots for potential military use in conflict zones like Afghanistan. As a result, DARPA…
License to Travel by Patrick Bixby
Rating: 7.1/10. License to Travel: A Cultural History of the Passport by Patrick Bixby Book about the history of the passport from ancient times to the modern era and reflects on what the passport represents. The passport, although a modern concept, has a long history and carries significant symbolic meaning. It epitomizes the control an…
The Cold Start Problem by Andrew Chen
Rating: 8.3/10. The Cold Start Problem: How to Start and Scale Network Effects by Andrew Chen Book about the dynamics of network effects and offers guidance for founders who are building products that depend on these effects for success. The author previously worked at Uber during a phase of explosive growth where he witnessed firsthand…
Pyomo – Optimization Modeling in Python by Bynum and others
Rating: 8.2/10. Book giving an overview of the Pyomo optimization framework, which doesn’t solve optimization problems itself but allows users to formulate them in a high-level, object-oriented format. Pyomo acts as an interface with solvers like CPLEX. The book talks about into numerous features of Pyomo but mostly stays clear of the solver algorithms’ internals,…
High-Performance Web Apps with FastAPI by Malhar Lathkar
Rating: 7.6/10. Book that explores the main features of the FastAPI web framework; it’s not super in-depth but covers the main use cases and components in fair detail. Chapter 1. FastAPI offers a number of improvements over other Python frameworks. First, it has type hints that allow the IDE to detect type errors. Next is…
Independent People by Halldor Laxness
Rating: 7.8/10. Work of Icelandic literature that won the Nobel Prize in Literature in 1955, the novel focuses on a farmer named Bjartur and his quest for “independence,” which he defines as being free from debts and obligations to anyone else. The novel describes Bjartur’s life as a sheep farmer in the harsh Icelandic landscape,…
High Performance Browser Networking by Ilya Grigorik
Rating: 8.5/10. Book covering all aspects of networking and is useful for both front-end and back-end developers; it’s written at a level that doesn’t assume much prior networking knowledge, providing a higher-level overview of various protocols like TCP, HTTP, and WebSocket. It offers practical advice on what these protocol details imply for applications and how…
The Effective Hiring Manager by Mark Horstman
Rating: 7.2/10. Book on hiring, from screening resumes, interviews, and offer. It mostly focuses mostly on on behavioral interviews, which are the only type that is applicable to any job, so I’m a bit disappointed because it doesn’t offer any specific details on other types of interviews or data to back up its claims, especially…
The Unicode Cookbook for Linguists by Steven Moran and Michael Cysouw
Rating: 7.5/10. Fairly short book that introduces readers to the Unicode standard and the pitfalls of encoding. It’s suitable for both programmers and linguists. It’s probably one of the shorter books on the topic that I’ve come across. However, it seems to focus more on topics of interest to linguists, and several important issues related…
Visual Studio Code for Python Programmers by April Speight
Rating: 7.0/10. Book about the VS Code IDE, catered to Python programmers. It mostly covers basic operations with detailed step-by-step instructions and screenshots. However, I found the depth somewhat lacking. Most of the functions seem like things any seasoned IDE user would know. The book doesn’t go deeply into any particular feature, like launch configurations…
Introduction to Computer and Network Security by Richard R. Brooks
Rating: 8.0/10. Chapter 1: The History of Cryptography. Attempts to encode messages date back to ancient times. However, up until WW1, many of these encoding methods weren’t very effective. Codes were frequently cracked, and various issues often rendered messages unreadable due to coordination problems between the sender and receiver. WW2 marked a significant shift; with…